Critical For Us To Understand Jobs

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Critical For Us To Understand roles sit at the crossroads of data science and policy, driving decisions that shape compliance, privacy, and AI governance. With new regulations such as the EU AI Act, the CCPA, and emerging global data protection frameworks, companies need experts who can translate complex legal mandates into actionable data strategies, leading to a surge in demand for specialists who audit models, map regulatory requirements to data pipelines, and demonstrate auditability.

Typical positions include Data Governance Lead, Policy Analyst, Risk Assessment Specialist, Compliance Officer, and Data Ethics Lead. Responsibilities range from developing data lineage maps in AWS Glue, building compliance dashboards in Tableau, writing Python scripts for automated policy checks, to leading ISOโ€ฏ27001 certification efforts and crafting GDPR impact statements.

Salary transparency is crucial because these specialists operate in highโ€‘stakes environments where misaligned compensation can lead to talent attrition and overlooked expertise. Clear pay bands help attract candidates proficient in niche tools like AWS Data Analytics, CCA, or Causal Inference, and they promote equity across gender and minority groups in a field that historically shows pay gaps.

Regulatory Data Analyst

Company: Guidehouse

Location: USA

Posted Dec 06, 2025

This job posting outlines a Data Science role requiring experience with data analysis tools and offering competitive compensation and comprehensive benefits. The position involves working on public health investigations and using analytical tools to support regulatory efforts. It emphasizes collaboration, critical thinking, and communication skills, with additional perks like health insurance, retirement plans, and professional development opportunities.

Jr. Business Systems Analyst

Company: Zapier

Location: Latin America,India,North America

Posted Dec 06, 2025

Zapier is seeking a Jr Business Systems Analyst to help power systems, workflows, and automation for their Support organization. The role involves making internal tools more reliable, processes more scalable, and support teams more efficient. Zapier values diversity, inclusion, and remote work, and provides a nonstandard application process to promote equity.

Regulatory Food Senior Scientist

Company: Guidehouse

Location: USA

Posted Dec 06, 2025

This job posting describes a senior role in IT Project Management with a focus on food safety assessments and regulatory compliance. The position requires a PhD and 10+ years of experience, offering a competitive salary range of $171,000-$285,000. Benefits include comprehensive healthcare, retirement plans, and a flexible work environment with opportunities for professional development.

BSA/AML Analyst

Company: Green Dot Corporation

Location: USA

Posted Dec 06, 2025

Green Dot is seeking talented professionals across the United States to join their team and develop smart money management and payment solutions. The company is transitioning to a permanent Work from Anywhere model to attract the best talent and promote a strong culture. The BSAAML Analyst role involves analyzing transactional data, identifying financial threats, and ensuring compliance with regulatory requirements.

SEO Content Marketer

Company: ElevenLabs

Location: USA

Posted Dec 06, 2025

ElevenLabs is a leading audio AI company that has rapidly grown since its launch in 2023. With a valuation of $66 billion and $200 million ARR, the company aims to build the most important audio AI platform in the world, making information accessible in any voice, language, or sound. They offer a Creative Platform and Agents Platform powered by proprietary Text to Speech, Speech to Text, and conversational AI models.

Product Manager

Company: Douro Labs

Location: USA

Posted Dec 06, 2025

The job posting is seeking a skilled Product Manager to define the future of market data for decentralized finance. The role involves owning the full product development lifecycle, collaborating with engineering, marketing, and sales, and launching and iterating the Pyth market data product. The ideal candidate will have a systematic approach to product development, deep understanding of product management tools and processes, and experience in enterprise B2B product management. Familiarity with the DeFi ecosystem is a plus.

Sr. Marketing Writer

Company: Perforce

Location: USA

Posted Dec 06, 2025

Perforce is a global company that values collaboration, creativity, and wellness. They are seeking a Senior Marketing Writer to develop content for their brands and software solutions. The role involves writing various types of content, collaborating with teams, and applying SEO expertise.

Principal Producer, Narrative - External Development

Company: Scopely

Location: USA

Posted Dec 06, 2025

Scopely is seeking a Principal Producer for an unannounced AAA mobile game. The role involves leading narrative production, managing storytelling, and collaborating with internal and external teams. The ideal candidate has 8+ years of AAA game development experience and a proven track record in shipping narrative RPG titles.

State Government Affairs Lead

Company: OpenAI

Location: USA

Posted Dec 06, 2025

OpenAI seeks a State Government Affairs Lead to build relationships with public officials and policymakers, inform and support shared work, and advance regulation, industry standards, and safe development of AI tools. The role requires strategic advocacy, regulatory engagement, stakeholder coordination, and policy development.

Protective Intelligence & Threat Analyst

Company: OpenAI

Location: USA

Posted Dec 06, 2025

The Corporate Security team at OpenAI ensures the physical safety and security of the organization's assets, operations, and personnel. The Protective Intelligence & Threat Analyst role involves monitoring open-source intelligence, social media, and the dark web to identify and analyze physical security threats and geopolitical developments relevant to the company. The ideal candidate should have 5+ years of experience in threat investigations and intelligence analysis, excellent communication skills, and the ability to work independently and as part of a team.

iOS Engineer

Company: Leonardo.Ai

Location: Australia

Posted Dec 06, 2025

LeonardoAI is an Australian startup that aims to unleash creativity with its generative AI platform. They are seeking an iOS Engineer to join their Native Tribe team, building iOS and Android apps with a mobile-first approach. The role involves collaborating on features, leading projects, working in a SwiftUI-first codebase, and utilizing cutting-edge AI tooling. The team values collaboration, initiative, and a supportive culture.

AI Chatbot Developer - Google CCAI/Dialogflow

Company: TTEC Digital

Location: Philippines

Posted Dec 06, 2025

TTEC Digital is seeking an experienced AI Chatbot Developer to design, build, and support enterprise solutions using Google Cloud Contact Center AI and CCaaS platforms. The role involves solution development, operational support, and collaboration with global teams to deliver reliable, scalable solutions that power enterprise contact centers.

Frequently Asked Questions

What are the typical salary ranges for Critical For Us To Understand roles by seniority?
<p><strong>Junior:</strong> $70‑$90k</p><p><strong>Mid‑Level:</strong> $90‑$120k</p><p><strong>Senior:</strong> $120‑$160k</p><p><strong>Lead/Director:</strong> $160‑$200k</p>
What skills and certifications are most valuable?
<p><strong>Technical:</strong> Python, R, SQL, Tableau, Power BI, AWS Data Analytics, GCP BigQuery.</p><p><strong>Certifications:</strong> ISO 27001 Lead Implementer, CCA (Certified Compliance & Ethics Professional), GDPR Practitioner, AWS Certified Data Analytics Specialty.</p>
Is remote work common in this category?
<p>Many companies offer full‑remote or hybrid options. Tech firms, FinTechs, and government contractors frequently support remote teams, provided secure data access and compliance controls are in place.</p>
What career progression paths exist?
<p>Start as a <strong>Policy Analyst</strong> or <strong>Data Analyst</strong>, advance to <strong>Senior Analyst</strong>, then to <strong>Lead Analyst</strong> or <strong>Manager of Data Governance</strong>, and finally to <strong>Director of Compliance & Data Strategy</strong> or <strong>Chief Data Officer</strong>.</p>
What industry trends are shaping Critical For Us To Understand roles?
<p>RegTech adoption, AI ethics frameworks, real‑time data compliance, and the rise of causal inference models for policy impact analysis are driving demand. Companies increasingly invest in automated policy monitoring tools and cross‑functional data‑policy teams.</p>

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